|
--- |
|
license: mit |
|
tags: |
|
- generated_from_trainer |
|
model-index: |
|
- name: output |
|
results: [] |
|
--- |
|
|
|
<!-- This model card has been generated automatically according to the information the Trainer had access to. You |
|
should probably proofread and complete it, then remove this comment. --> |
|
|
|
# output |
|
|
|
This model is a fine-tuned version of [gpt2](https://huggingface.co/gpt2) on a dataset of Shakespeare's plays. |
|
|
|
## Model description |
|
|
|
The model is the original gpt-2 model fine-tuned on a custom dataset. |
|
|
|
## Intended uses & limitations |
|
|
|
The model can be used to generate Shakespearean-like text. Consider that because it comes from plays, such a typographical structure might be reproduced. |
|
|
|
## Training and evaluation data |
|
|
|
Trained with Shakespeare's plays corpus. |
|
|
|
## Training procedure |
|
|
|
### Training hyperparameters |
|
|
|
The following hyperparameters were used during training: |
|
- learning_rate: 5e-05 |
|
- train_batch_size: 1 |
|
- eval_batch_size: 8 |
|
- seed: 42 |
|
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08 |
|
- lr_scheduler_type: linear |
|
- num_epochs: 2.0 |
|
|
|
### Training results |
|
|
|
|
|
|
|
### Framework versions |
|
|
|
- Transformers 4.16.0.dev0 |
|
- Pytorch 1.10.0+cu111 |
|
- Datasets 1.18.0 |
|
- Tokenizers 0.11.0 |
|
|
